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enrichmcp

by featureform

Overview

A Python framework for building semantic APIs for AI agents, allowing them to discover, understand, and navigate structured data models via the Model Context Protocol.

Installation

Run Command
python app.py

Security Notes

The `RedisCache` backend uses `pickle.loads` to deserialize cached values. If an attacker can inject malicious pickled data into the Redis cache (e.g., through compromised Redis access), this can lead to arbitrary code execution on the server. Additionally, `exec()` is used internally in the SQLAlchemy integration for dynamic function generation; while its inputs are intended to be controlled by the framework, dynamic code execution is a high-risk primitive.

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Stats

Interest Score98
Security Score4
Cost ClassLow
Avg Tokens150
Stars620
Forks27
Last Update2025-12-01

Tags

AI AgentsData ModelsAPI FrameworkPydanticSQLAlchemy